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Deep Reinforcement Learning

23 related papers are currently indexed.

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Deep Reinforcement Learning23 records

Title · Authors · Year · Venue · Source-verified abstract

PAPER RECORDABSTRACT VERIFIED

EconoJax: A Fast and Scalable Economic Simulation in JAX

Koen Ponse · Aske Plaat · Niki van Stein · Thomas M. Moerland

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems

RECORD NOTE

A 2025 paper published in Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDABSTRACT VERIFIED

Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models via Reinforcement Learning

Ruitu Xu · Yifei Min · Tianhao Wang · Michael I. Jordan · Zhaoran Wang · Zhuoran Yang

Proceedings of The 26th International Conference on Artificial Intelligence and Statistics

RECORD NOTE

A 2023 paper published in Proceedings of The 26th International Conference on Artificial Intelligence and Statistics. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDABSTRACT VERIFIED

Human-Centred Mechanism Design with Democratic AI

Raphael Koster · Jan Balaguer · Andrea Tacchetti · Ari Weinstein · Tina Zhu · Oliver Hauser · Duncan Williams · Lucy Campbell-Gillingham · Phoebe Thacker · Matthew Botvinick · Christopher Summerfield

Nature Human Behaviour

RECORD NOTE

A 2022 paper published in Nature Human Behaviour. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDABSTRACT VERIFIED

Human-Level Control Through Deep Reinforcement Learning

Volodymyr Mnih · Koray Kavukcuoglu · David Silver · Andrei A. Rusu · Joel Veness · Marc G. Bellemare · Alex Graves · Martin Riedmiller · Andreas K. Fidjeland · Georg Ostrovski · Stig Petersen · Charles Beattie · Amir Sadik · Ioannis Antonoglou · Helen King · Dharshan Kumaran · Daan Wierstra · Shane Legg · Demis Hassabis

Nature

RECORD NOTE

A 2015 paper published in Nature. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDABSTRACT VERIFIED

Reinforcement Learning for Mean Field Games, with Applications to Economics

Andrea Angiuli · Jean-Pierre Fouque · Mathieu Lauriere

Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices

RECORD NOTE

A 2023 paper published in Machine Learning and Data Sciences for Financial Markets: A Guide to Contemporary Practices. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

PAPER RECORDINDEXED ABSTRACT COPY

Simulating the economic impact of rationality through reinforcement learning and agent-based modelling

Simone Brusatin · Tommaso Padoan · Andrea Coletta · Domenico Delli Gatti · Aldo Glielmo

Proceedings of the 5th ACM International Conference on AI in Finance

RECORD NOTE

A 2024 paper published in Proceedings of the 5th ACM International Conference on AI in Finance. Open the full record for the source-verified abstract, bibliographic metadata, and original source.